A synthesized kernel loop designed to prune inactive weights across self-modifying agent AST trees.
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Decentralized execution of multi-agent LLM workflows requires deterministic memory persistence and local fallback execution without relying on unstable external cloud APIs. Needed unified IPC pipeline and schema validation across heterogeneous model agents.